{"id":"W7034543737","doi":"","title":"Utilisation de l’intelligence artificielle pour identifier les marqueurs de la démence dans le trouble comportemental en sommeil paradoxal","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Language Acquisition and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; Canada Research Chairs","keywords":"Validation test; Psychiatric comorbidity; Psychomotor disorder","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004192739,0.001956819,0.001610832,0.003660545,0.0006508947,0.00527935,0.001477853,0.001926994,0.003844324],"category_scores_gemma":[0.01629068,0.0004652964,0.001997419,0.002107212,0.0009466116,0.002396389,0.001569495,0.001856393,0.001844959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092905,"about_ca_system_score_gemma":0.001407898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002373,"about_ca_topic_score_gemma":0.004628657,"domain_scores_codex":[0.9971635,0.0008876015,0.0002576285,0.0007404527,0.0007449256,0.0002059004],"domain_scores_gemma":[0.9917874,0.005096692,0.0007060408,0.0006689193,0.001502314,0.0002386368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001000859,0.0003939226,0.03778416,0.0006825668,0.0006803757,0.0007352533,0.000528769,0.1105358,0.02051491,0.01007039,0.005978898,0.8110941],"study_design_scores_gemma":[0.00005614085,0.0003823493,0.0134497,0.0001971243,0.0002344041,0.000629155,0.0003014928,0.9519693,0.008541107,0.01569776,0.008423229,0.0001182539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.117467,0.003804365,0.8479218,0.0014153,0.0005744768,0.000383399,0.001074946,0.004698777,0.02265974],"genre_scores_gemma":[0.6965746,0.001976229,0.2920842,0.0007762517,0.0002299083,0.0003927936,0.001609661,0.000259548,0.006096833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01002373,"threshold_uncertainty_score":0.02217358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323263677933123,"score_gpt":0.2545368450412837,"score_spread":0.2413042082619525,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}